The AlgoFly Journal.
Inside the tools we build and the ideas that move us forward.
Practical perspectives on AI, engineering, and open source.
Inside DataHub: From Annotation Geometry to Reproducible Model Workflows
How DataHub preserves annotation geometry, coordinates collaborative edits, materializes dataset versions and connects SDK workflows to tracked model runs.
Home Sense: Radar Presence, Cameras and Energy in One Local Dashboard
Explore Home Sense: room-aware radar presence, deliberate alarm controls, linked cameras, energy and weather context, recoverable device setup and a native TV view.
Traffic Pilot: From Camera Streams to Reviewable Traffic Incidents
Inside a traffic analytics application that connects visual scene rules, tracked events, matched evidence, operator review and camera-fleet health.
Retail Analytics: From Shelf Photographs to Product Identity and Price History
How our retail application joins shelf recognition, SKU review, catalog maintenance, linked price history and structured exports in one operator workflow.
Galicia: Connecting Satellite Imagery to Field-Level Agricultural Intelligence
Inside our agricultural mapping application: crop parcels across seasons, four satellite index layers, quality-aware statistics, yield comparisons and shareable analytical views.
Voice Keyboard: Self-Hosted Whisper Dictation That Types into Your Apps
Turn speech into keyboard input with your own Whisper server, desktop clients, and an optional ESP32 Bluetooth keyboard.
Inside PortHub: Shared Terminals, Private Networks, and the Tools Between Them
Persistent terminal sharing, resumable file sync, screenshot links, smart web proxies, and modular native agents: explore what makes PortHub different.